Computational Methods in Physics Compendium for Students /

This book is intended to help advanced undergraduate, graduate, and postdoctoral students in their daily work by offering them a compendium of numerical methods. The choice of methods pays significant attention to error estimates, stability and convergence issues, as well as optimization of program...

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Bibliographic Details
Main Author: Širca, Simon (Author)
Format: Electronic eBook
Language:English
Published: Cham : Springer International Publishing, 2018.
Edition:2nd ed. 2018.
Series:Graduate Texts in Physics,
Subjects:
Physics.
Chemistry, Physical and theoretical.
Applied mathematics.
Engineering mathematics.
Computer mathematics.
ISBN:9783319786193
ISSN:1868-4513
Online Access: Get full text
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Table of Contents:
  • Basics of numerical analysis
  • Solution of nonlinear equations
  • Matrix methods
  • Transformations of functions and signals
  • Statistical description and modeling of data
  • Modeling and analysis of time series
  • Initial-value problems for ordinary differential equations
  • Boundary-value problems for ordinary differential equations
  • Difference methods for one-dimensional partial differential equations
  • Difference methods for partial differential equations in more than one dim
  • Spectral methods for partial differential equations
  • Inverse methods.

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